Design, implement, and evaluate a standards-based architecture for secure federated analytics across heterogeneous Trusted Research Environments (TREs) that aligns with the Five Safes Framework, without requiring TREs to modify their internal governance, infrastructure, or operational practices.
Author(s): Beck, Tim, Lockhart-Jones, Hazel, Panagi, Vasiliki, Biddle, Justin, Chan, Mervin, Couldridge, Jonathan, Eva, Jonaa, Figueredo, Grazziela, Gaungoo, Anwar, Hong, Judy, Karnani, Neerja, Koh, Mingshi, Kua, Russell, Kumar, Mukkesh, Lee, Alex, Mitchell-White, James, Ng, Alvin, Ng, Win Pin, Ng, Lee Ning, Nguyen, Tri Thien, Orton, Chris, Partridge, Benjamin, Low, Pin Yan, Rae, Andy, Rowlands, Thomas, Sivakumar, Karthikeyan, Soiland-Reyes, Stian, Squires, Emma, Tantoso, Erwin, Tong, Haopeng, Wong, Wing Cheong, Woo, Xing Yi, Goble, Carole, Thompson, Simon, Quinlan, Philip
DOI: 10.1093/jamia/ocag160